Bennett CohenWo[R]d[L]e: Cracking Wordle with Deep Reinforcement Learning (using PyTorch)—Part 1Wordle, the viral, NYT-acquired word-guessing game has a very simple premise: you have six attempts to guess a random five-letter word of…Aug 4, 20222Aug 4, 20222
Bennett CohenUnderstanding Decision Trees in Machine Learning (CART) — Part 2: Coding from Scratch using NumPyI was initially going to do this as a blog series (as with my Neural Network blogs), but I decided I might be better at teaching it…Aug 4, 2022Aug 4, 2022
Bennett CohenUnderstanding Decision Trees in Machine Learning (CART) — Part 1: Intuition & MathI was initially going to do this as a blog series (as with my Neural Network blogs), but I decided I might be better at teaching it…Aug 4, 2022Aug 4, 2022
Bennett CohenUnderstanding Neural Networks — Part 1/3: Intuition of Forward PropagationNeural networks (NNs) are incredibly powerful and complex ML algorithms, but they are also much more intuitive than people think.Jul 28, 20223Jul 28, 20223
Bennett CohenUnderstanding Neural Networks — Part 2/3: Intuition of Backpropagation and How Neural Networks…Neural networks (NNs) are incredibly powerful and complex ML algorithms, but they are also much more intuitive than people think.Jul 28, 20222Jul 28, 20222